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Extractive · abstractive · toggle

SummaryGenerator

Generate extractive or abstractive summaries.

Paste content

228 words in source

Summary

60 words · 74% shorter

Generative Engine Optimization is the discipline of getting brands cited inside AI assistant answers like ChatGPT, Claude, Gemini and Perplexity. Brands optimized for GEO see citation lift within 30-60 days, with compounding ROI in months 4-9 as the entity layer matures. AI assistants prefer content with short sentences (12-18 words), grade-9-to-11 reading level and a Flesch reading ease of 55-70.

Mode

extractive

Ratio

26%

Bullets

3

How it works

Paste any content block. The generator scores every sentence on term frequency, length, position, fact density and claim shape. Extractive mode stitches the top-N sentences verbatim; abstractive mode tightens them - strips filler, rewrites wordy phrases - and prefixes a synthetic subject line so the paragraph reads as a unified mini-brief.

Extractive vs abstractive

  • Extractive. Uses your exact sentences. Zero hallucination. Best for TL;DR blocks, key-takeaway boxes and article-top callouts that assistants will lift verbatim.
  • Abstractive. Tightens and stitches. Reads more fluently for humans but carries a paraphrase risk. Best for meta descriptions, social cards and intro paragraphs where brevity wins.
  • Both, together. Production pattern: extractive at top of page (schema.description), abstractive in the <meta name="description"> tag. Assistants see both and pick the shape they need.

Pair with

Pair with the Meta Description Generator to hit 155 chars exactly. Use the Content Summary Generator for longer articles, and the Citation Optimizer to verify the output hits the citation-ready shape. Deep dive: how AI assistants choose citations.

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